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Marković V, Szczepańska A, Berlicki Ł. Antiviral Protein-Protein Interaction Inhibitors. J Med Chem 2024; 67:3205-3231. [PMID: 38394369 PMCID: PMC10945500 DOI: 10.1021/acs.jmedchem.3c01543] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2023] [Revised: 01/04/2024] [Accepted: 02/05/2024] [Indexed: 02/25/2024]
Abstract
Continually repeating outbreaks of pathogenic viruses necessitate the construction of effective antiviral strategies. Therefore, the development of new specific antiviral drugs in a well-established and efficient manner is crucial. Taking into account the strong ability of viruses to change, therapies with diversified molecular targets must be sought. In addition to the widely explored viral enzyme inhibitor approach, inhibition of protein-protein interactions is a very valuable strategy. In this Perspective, protein-protein interaction inhibitors targeting HIV, SARS-CoV-2, HCV, Ebola, Dengue, and Chikungunya viruses are reviewed and discussed. Antibodies, peptides/peptidomimetics, and small molecules constitute three classes of compounds that have been explored, and each of them has some advantages and disadvantages for drug development.
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Affiliation(s)
- Violeta Marković
- Wrocław
University of Science and Technology, Department
of Bioorganic Chemistry, Wyb. Wyspiańskiego 27, 50-370 Wrocław, Poland
- University
of Kragujevac, Faculty of Science,
Department of Chemistry, R. Domanovića 12, 34000 Kragujevac, Serbia
| | - Anna Szczepańska
- Wrocław
University of Science and Technology, Department
of Bioorganic Chemistry, Wyb. Wyspiańskiego 27, 50-370 Wrocław, Poland
| | - Łukasz Berlicki
- Wrocław
University of Science and Technology, Department
of Bioorganic Chemistry, Wyb. Wyspiańskiego 27, 50-370 Wrocław, Poland
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Construction of a Porcine Reproductive and Respiratory Syndrome Virus with Nanoluc Luciferase Reporter: a Stable and Highly Efficient Tool for Viral Quantification Both In Vitro and In Vivo. Microbiol Spectr 2022; 10:e0027622. [PMID: 35758677 PMCID: PMC9430303 DOI: 10.1128/spectrum.00276-22] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Porcine reproductive and respiratory syndrome virus (PRRSV) is one of the most economically important pathogens for the global pork industry, characterized for its genetic variation and unsatisfied heterological protection from vaccines. A high-throughput screening platform for developing anti-PRRSV therapies is urgently needed. Here, an 11-amino-acid subunit HiBiT derived from NanoLuc luciferase was inserted into the PRRSV genome at four loci of the Nsp2 coding region or as an additional TRS2 driven open reading frame (ORF) between the ORF7 and 3′-untranscribed region (3′-UTR), respectively, and five recombinant viruses with luciferase activity were successfully rescued. The virological characteristics of the representative virus RvJX-Nsp2325-HiBiT were investigated. In vitro, it displayed similar growth kinetics as the parental virus and keeps the luciferase activity and genetic stability after eight rounds of serial passages. The concept-proof test confirmed that RvJX-Nsp2325-HiBiT can be easily used to evaluate the efficacy of antiviral reagents by detecting the reduction of luciferase activity, showing a consistent trend with infectious titers, as well as to set a novel convenient virus neutralization assay based on the intensity of luciferase activity. Last, the viral proliferation, virulence, validity, and HiBiT stability were further investigated in pig inoculation study, showing that the luciferase activity can be directly detected in the tissue samples or indirectly from the MARC-145 cells inoculated with sera from RvJX-Nsp2325-HiBiT-inoculated pigs. Taken together, the results indicate that the HiBiT-tagged virus is a convenient and stable tool for evaluating viral propagation both in vitro and in vivo, which can provide a high-efficient platform for screening and evaluating anti-PRRSV therapies. IMPORTANCE Luciferase reporter tagged virus is crucial to viral quantification in the study of viral replication, pathogenesis and exploring antiviral reagents. It is urgently needed for PRRSV academia to construct a stable, fast, and high-throughput reporting system, which can be used both in vitro and in vivo. Here, an 11-amino-acid luciferase subunit was successfully inserted into the PRRSV genome; the feasibility, genetic stability, and efficiency for viral quantification both in vitro and in vivo were characterized; and the results demonstrated it has greatly improved the convenience and efficiency for screening the anti-PRRSV reagents. Furthermore, a novel luciferase-based virus neutralization assay was successfully set, which can eliminate the step of sample gradient dilution and greatly improve the convenience and throughput of neutralizing antibody testing. Predictably, it will greatly facilitate the screening and evaluating anti-PRRSV therapies, as well as the mechanistic study of its replication and pathogenesis in the future.
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A Journey into the Clinical Relevance of Heme Oxygenase 1 for Human Inflammatory Disease and Viral Clearance: Why Does It Matter on the COVID-19 Scene? Antioxidants (Basel) 2022; 11:antiox11020276. [PMID: 35204159 PMCID: PMC8868141 DOI: 10.3390/antiox11020276] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2022] [Revised: 01/25/2022] [Accepted: 01/26/2022] [Indexed: 01/27/2023] Open
Abstract
Heme oxygenase 1 (HO-1), the rate-limiting enzyme in heme degradation, is involved in the maintenance of cellular homeostasis, exerting a cytoprotective role by its antioxidative and anti-inflammatory functions. HO-1 and its end products, biliverdin, carbon monoxide and free iron (Fe2+), confer cytoprotection against inflammatory and oxidative injury. Additionally, HO-1 exerts antiviral properties against a diverse range of viral infections by interfering with replication or activating the interferon (IFN) pathway. Severe cases of coronavirus disease 2019 (COVID-19), an infectious disease caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), are characterized by systemic hyperinflammation, which, in some cases, leads to severe or fatal symptoms as a consequence of respiratory failure, lung and heart damage, kidney failure, and nervous system complications. This review summarizes the current research on the protective role of HO-1 in inflammatory diseases and against a wide range of viral infections, positioning HO-1 as an attractive target to ameliorate clinical manifestations during COVID-19.
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Shao J, Gong Q, Yin Z, Pan W, Pandiyan S, Wang L. S2DV: converting SMILES to a drug vector for predicting the activity of anti-HBV small molecules. Brief Bioinform 2022; 23:6513448. [PMID: 35062019 PMCID: PMC8921627 DOI: 10.1093/bib/bbab593] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2021] [Revised: 12/20/2021] [Accepted: 12/22/2021] [Indexed: 01/02/2023] Open
Abstract
In the past few decades, chronic hepatitis B caused by hepatitis B virus (HBV) has been one of the most serious diseases to human health. The development of innovative systems is essential for preventing the complex pathogenesis of hepatitis B and reducing side effects caused by drugs. HBV inhibitory drugs have been developed through various compounds, and they are often limited by routine experimental screening and delay drug development. More recently, virtual screening of compounds has gradually been used in drug research with strong computational capability and is further applied in anti-HBV drug screening, thus facilitating a reliable drug screening process. However, the lack of structural information in traditional compound analysis is an important hurdle for unsatisfactory efficiency in drug screening. Here, a natural language processing technique was adopted to analyze compound simplified molecular input line entry system strings. By using the targeted optimized word2vec model for pretraining, we can accurately represent the relationship between the compound and its substructure. The machine learning model based on training results can effectively predict the inhibitory effect of compounds on HBV and liver toxicity. The reliability of the model is verified by the results of wet-lab experiments. In addition, a tool has been published to predict potential compounds. Hence, this article provides a new perspective on the prediction of compound properties for anti-HBV drugs that can help improve hepatitis B diagnosis and further develop human health in the future.
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Affiliation(s)
| | - Qineng Gong
- Department of Medicinal Chemistry, School of Pharmacy, Fudan University
| | - Zeyu Yin
- School of Information Science and Technology, Nantong University, Nantong, China
| | - Wenjie Pan
- department of medical informatics, Nantong University
| | | | - Li Wang
- Corresponding author. Li Wang, School of Information Science and Technology, Research Center for Intelligence Information Technology, Nantong University, Nantong, Jiangsu 226019, China. Tel.: +86 159 5131 8963; Fax: +86 (0513) 55003030. E-mail:
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5
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Novel peptide (RATH) mediated delivery of peptide nucleic acids for antiviral interventions. Appl Microbiol Biotechnol 2021; 105:6669-6677. [PMID: 34427763 DOI: 10.1007/s00253-021-11502-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2021] [Revised: 07/20/2021] [Accepted: 08/05/2021] [Indexed: 10/20/2022]
Abstract
The peptide nucleic acid (PNA) is a chimeric molecule with the nucleobases connected by peptide bonds. This chimeric nature gives the PNA certain therapeutic advantages over natural antisense nucleic acid molecules. The PNA probes are known for its better and stronger complementation with target nucleic acids. However, cellular delivery of PNA is a major hurdle due to the charge-neutral nature of the PNA. For cellular delivery of PNA, peptide-PNA conjugates are used. This approach may face some practical limitation in terms of PNA antisense activity. In this study, we propose a novel RATH-2 peptide-based non-covalent PNA delivery mechanism. We observed RATH-2 shows a favorable molecular interaction with PNA at 16:1 (peptide:PNA) molar ratio resulting in co-centric nanoparticle formation. With this combination, we could achieve as high as 93% cellular delivery of the PNA. The proposed non-covalent RATH:PNA delivery model showed endocytic entrapment free delivery of PNA. The study further demonstrated the therapeutic application of PNA with in vitro antiviral intervention model. Using RATH-2 non-covalent PNA delivery system, we could inhibit 69.5% viral load. The present study demonstrates a cell-penetrating peptide:PNA interaction can lead to nanoparticle formations that facilitated cellular delivery of PNA.Key points• A novel cell-penetrating peptide (RATH-2) was identified for non-covalent delivery of PNA.• RATH-2 and PNA formed co-centric nanoparticles at appropriate molar combination.• PNA delivered through the RATH-2 inhibited the viral gene expression and reduced the viral load.
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Shitrit A, Zaidman D, Kalid O, Bloch I, Doron D, Yarnizky T, Buch I, Segev I, Ben-Zeev E, Segev E, Kobiler O. Conserved interactions required for inhibition of the main protease of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Sci Rep 2020; 10:20808. [PMID: 33257760 PMCID: PMC7704658 DOI: 10.1038/s41598-020-77794-5] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2020] [Accepted: 11/17/2020] [Indexed: 12/13/2022] Open
Abstract
The COVID-19 pandemic caused by the SARS-CoV-2 requires a fast development of antiviral drugs. SARS-CoV-2 viral main protease (Mpro, also called 3C-like protease, 3CLpro) is a potential target for drug design. Crystal and co-crystal structures of the SARS-CoV-2 Mpro have been solved, enabling the rational design of inhibitory compounds. In this study we analyzed the available SARS-CoV-2 and the highly similar SARS-CoV-1 crystal structures. We identified within the active site of the Mpro, in addition to the inhibitory ligands' interaction with the catalytic C145, two key H-bond interactions with the conserved H163 and E166 residues. Both H-bond interactions are present in almost all co-crystals and are likely to occur also during the viral polypeptide cleavage process as suggested from docking of the Mpro cleavage recognition sequence. We screened in silico a library of 6900 FDA-approved drugs (ChEMBL) and filtered using these key interactions and selected 29 non-covalent compounds predicted to bind to the protease. Additional screen, using DOCKovalent was carried out on DrugBank library (11,414 experimental and approved drugs) and resulted in 6 covalent compounds. The selected compounds from both screens were tested in vitro by a protease activity inhibition assay. Two compounds showed activity at the 50 µM concentration range. Our analysis and findings can facilitate and focus the development of highly potent inhibitors against SARS-CoV-2 infection.
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Affiliation(s)
- Alina Shitrit
- The Department of Clinical Microbiology and Immunology, Sackler School of Medicine, Tel-Aviv University, 69978, Tel Aviv, Israel
| | - Daniel Zaidman
- Department of Organic Chemistry, Weizmann Institute of Science, Rehovot, Israel
| | | | - Itai Bloch
- Biotechnology Department, Migal - Galilee Research Institute, Kiryat-Shmona, Israel
| | - Dvir Doron
- Chemical & Computational Toxicology, Non-Clinical Development, Global R&D, Teva Pharmaceutical Industries Ltd., Netanya, Israel
| | - Tali Yarnizky
- Tali Yarnizky Scientific Consulting, Maccabim-Reut, Israel
| | - Idit Buch
- Emendo Biotherapeutics Ltd., Ness Ziona, Israel
| | | | - Efrat Ben-Zeev
- The Nancy and Stephen Grand Israel National Center for Personalized Medicine, Weizmann Institute of Science, Rehovot, Israel
| | - Elad Segev
- Department of Applied Mathematics, Faculty of Science, Holon Institute of Technology, Holon, Israel
| | - Oren Kobiler
- The Department of Clinical Microbiology and Immunology, Sackler School of Medicine, Tel-Aviv University, 69978, Tel Aviv, Israel.
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Mohan S, Elhassan Taha MM, Makeen HA, Alhazmi HA, Al Bratty M, Sultana S, Ahsan W, Najmi A, Khalid A. Bioactive Natural Antivirals: An Updated Review of the Available Plants and Isolated Molecules. Molecules 2020; 25:E4878. [PMID: 33105694 PMCID: PMC7659943 DOI: 10.3390/molecules25214878] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2020] [Revised: 10/12/2020] [Accepted: 10/14/2020] [Indexed: 12/17/2022] Open
Abstract
Viral infections and associated diseases are responsible for a substantial number of mortality and public health problems around the world. Each year, infectious diseases kill 3.5 million people worldwide. The current pandemic caused by COVID-19 has become the greatest health hazard to people in their lifetime. There are many antiviral drugs and vaccines available against viruses, but they have many disadvantages, too. There are numerous side effects for conventional drugs, and active mutation also creates drug resistance against various viruses. This has led scientists to search herbs as a source for the discovery of more efficient new antivirals. According to the World Health Organization (WHO), 65% of the world population is in the practice of using plants and herbs as part of treatment modality. Additionally, plants have an advantage in drug discovery based on their long-term use by humans, and a reduced toxicity and abundance of bioactive compounds can be expected as a result. In this review, we have highlighted the important viruses, their drug targets, and their replication cycle. We provide in-depth and insightful information about the most favorable plant extracts and their derived phytochemicals against viral targets. Our major conclusion is that plant extracts and their isolated pure compounds are essential sources for the current viral infections and useful for future challenges.
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MESH Headings
- Antiviral Agents/chemistry
- Antiviral Agents/classification
- Antiviral Agents/isolation & purification
- Antiviral Agents/therapeutic use
- Betacoronavirus/drug effects
- Betacoronavirus/pathogenicity
- Betacoronavirus/physiology
- COVID-19
- Coronavirus Infections/drug therapy
- Coronavirus Infections/pathology
- Coronavirus Infections/virology
- Drug Discovery
- HIV/drug effects
- HIV/pathogenicity
- HIV/physiology
- HIV Infections/drug therapy
- HIV Infections/pathology
- HIV Infections/virology
- Hepacivirus/drug effects
- Hepacivirus/pathogenicity
- Hepacivirus/physiology
- Hepatitis C, Chronic/drug therapy
- Hepatitis C, Chronic/pathology
- Hepatitis C, Chronic/virology
- Herpes Simplex/drug therapy
- Herpes Simplex/pathology
- Herpes Simplex/virology
- Humans
- Influenza, Human/drug therapy
- Influenza, Human/pathology
- Influenza, Human/virology
- Orthomyxoviridae/drug effects
- Orthomyxoviridae/pathogenicity
- Orthomyxoviridae/physiology
- Pandemics
- Phytochemicals/chemistry
- Phytochemicals/classification
- Phytochemicals/isolation & purification
- Phytochemicals/therapeutic use
- Plants, Medicinal
- Pneumonia, Viral/drug therapy
- Pneumonia, Viral/pathology
- Pneumonia, Viral/virology
- SARS-CoV-2
- Simplexvirus/drug effects
- Simplexvirus/pathogenicity
- Simplexvirus/physiology
- Virus Internalization/drug effects
- Virus Replication/drug effects
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Affiliation(s)
- Syam Mohan
- Substance Abuse and Toxicology Research Centre, Jazan University, Jazan 45142, Saudi Arabia; (M.M.E.T.); (H.A.A.); (A.K.)
| | - Manal Mohamed Elhassan Taha
- Substance Abuse and Toxicology Research Centre, Jazan University, Jazan 45142, Saudi Arabia; (M.M.E.T.); (H.A.A.); (A.K.)
| | - Hafiz A. Makeen
- Department of Clinical Pharmacy, College of Pharmacy, Jazan University, Jazan 45142, Saudi Arabia;
| | - Hassan A. Alhazmi
- Substance Abuse and Toxicology Research Centre, Jazan University, Jazan 45142, Saudi Arabia; (M.M.E.T.); (H.A.A.); (A.K.)
- Department of Pharmaceutical Chemistry, College of Pharmacy, Jazan University, Jazan 45142, Saudi Arabia; (M.A.B.); (W.A.); (A.N.)
| | - Mohammed Al Bratty
- Department of Pharmaceutical Chemistry, College of Pharmacy, Jazan University, Jazan 45142, Saudi Arabia; (M.A.B.); (W.A.); (A.N.)
| | - Shahnaz Sultana
- Department of Pharmacognosy, College of Pharmacy, Jazan University, Jazan 45142, Saudi Arabia;
| | - Waquar Ahsan
- Department of Pharmaceutical Chemistry, College of Pharmacy, Jazan University, Jazan 45142, Saudi Arabia; (M.A.B.); (W.A.); (A.N.)
| | - Asim Najmi
- Department of Pharmaceutical Chemistry, College of Pharmacy, Jazan University, Jazan 45142, Saudi Arabia; (M.A.B.); (W.A.); (A.N.)
| | - Asaad Khalid
- Substance Abuse and Toxicology Research Centre, Jazan University, Jazan 45142, Saudi Arabia; (M.M.E.T.); (H.A.A.); (A.K.)
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Stoker ML, Newport E, Hulit JC, West AP, Morten KJ. Impact of pharmacological agents on mitochondrial function: a growing opportunity? Biochem Soc Trans 2019; 47:1757-1772. [PMID: 31696924 PMCID: PMC6925523 DOI: 10.1042/bst20190280] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2019] [Revised: 10/09/2019] [Accepted: 10/18/2019] [Indexed: 12/19/2022]
Abstract
Present-day drug therapies provide clear beneficial effects as many diseases can be driven into remission and the symptoms of others can be efficiently managed; however, the success of many drugs is limited due to both patient non-compliance and adverse off-target or toxicity-induced effects. There is emerging evidence that many of these side effects are caused by drug-induced impairment of mitochondrial function and eventual mitochondrial dysfunction. It is imperative to understand how and why drug-induced side effects occur and how mitochondrial function is affected. In an aging population, age-associated drug toxicity is another key area of focus as the majority of patients on medication are older. Therefore, with an aging population possessing subtle or even more dramatic individual differences in mitochondrial function, there is a growing necessity to identify and understand early on potentially significant drug-associated off-target effects and toxicity issues. This will not only reduce the number of unwanted side effects linked to mitochondrial toxicity but also identify useful mitochondrial-modulating agents. Mechanistically, many successful drug classes including diabetic treatments, antibiotics, chemotherapies and antiviral agents have been linked to mitochondrial targeted effects. This is a growing area, with research to repurpose current medications affecting mitochondrial function being assessed in cancer, the immune system and neurodegenerative disorders including Parkinson's disease. Here, we review the effects that pharmacological agents have on mitochondrial function and explore the opportunities from these effects as potential disease treatments. Our focus will be on cancer treatment and immune modulation.
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Affiliation(s)
- Megan L. Stoker
- NDWRH, The Women's Centre, University of Oxford, Oxford, U.K
| | - Emma Newport
- NDWRH, The Women's Centre, University of Oxford, Oxford, U.K
- Barts Cancer Institute, Queen Mary University of London, Charterhouse Square, London, U.K
| | | | - A. Phillip West
- Department of Microbial Pathogenesis and Immunology, Texas A&M University Health Science Center, Byran, TX, U.S.A
| | - Karl J. Morten
- NDWRH, The Women's Centre, University of Oxford, Oxford, U.K
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A Bioinformatic Pipeline for Monitoring of the Mutational Stability of Viral Drug Targets with Deep-Sequencing Technology. Viruses 2017; 9:v9120357. [PMID: 29168754 PMCID: PMC5744132 DOI: 10.3390/v9120357] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2017] [Revised: 11/16/2017] [Accepted: 11/21/2017] [Indexed: 12/24/2022] Open
Abstract
The efficient development of antiviral drugs, including efficient antiviral small interfering RNAs (siRNAs), requires continuous monitoring of the strict correspondence between a drug and the related highly variable viral DNA/RNA target(s). Deep sequencing is able to provide an assessment of both the general target conservation and the frequency of particular mutations in the different target sites. The aim of this study was to develop a reliable bioinformatic pipeline for the analysis of millions of short, deep sequencing reads corresponding to selected highly variable viral sequences that are drug target(s). The suggested bioinformatic pipeline combines the available programs and the ad hoc scripts based on an original algorithm of the search for the conserved targets in the deep sequencing data. We also present the statistical criteria for the threshold of reliable mutation detection and for the assessment of variations between corresponding data sets. These criteria are robust against the possible sequencing errors in the reads. As an example, the bioinformatic pipeline is applied to the study of the conservation of RNA interference (RNAi) targets in human immunodeficiency virus 1 (HIV-1) subtype A. The developed pipeline is freely available to download at the website http://virmut.eimb.ru/. Brief comments and comparisons between VirMut and other pipelines are also presented.
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10
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Qureshi A, Kaur G, Kumar M. AVCpred: an integrated web server for prediction and design of antiviral compounds. Chem Biol Drug Des 2017; 89:74-83. [PMID: 27490990 PMCID: PMC7162012 DOI: 10.1111/cbdd.12834] [Citation(s) in RCA: 43] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2016] [Revised: 07/21/2016] [Accepted: 07/25/2016] [Indexed: 12/11/2022]
Abstract
Viral infections constantly jeopardize the global public health due to lack of effective antiviral therapeutics. Therefore, there is an imperative need to speed up the drug discovery process to identify novel and efficient drug candidates. In this study, we have developed quantitative structure-activity relationship (QSAR)-based models for predicting antiviral compounds (AVCs) against deadly viruses like human immunodeficiency virus (HIV), hepatitis C virus (HCV), hepatitis B virus (HBV), human herpesvirus (HHV) and 26 others using publicly available experimental data from the ChEMBL bioactivity database. Support vector machine (SVM) models achieved a maximum Pearson correlation coefficient of 0.72, 0.74, 0.66, 0.68, and 0.71 in regression mode and a maximum Matthew's correlation coefficient 0.91, 0.93, 0.70, 0.89, and 0.71, respectively, in classification mode during 10-fold cross-validation. Furthermore, similar performance was observed on the independent validation sets. We have integrated these models in the AVCpred web server, freely available at http://crdd.osdd.net/servers/avcpred. In addition, the datasets are provided in a searchable format. We hope this web server will assist researchers in the identification of potential antiviral agents. It would also save time and cost by prioritizing new drugs against viruses before their synthesis and experimental testing.
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Affiliation(s)
- Abid Qureshi
- Bioinformatics CentreInstitute of Microbial TechnologyCouncil of Scientific and Industrial ResearchChandigarhIndia
| | - Gazaldeep Kaur
- Bioinformatics CentreInstitute of Microbial TechnologyCouncil of Scientific and Industrial ResearchChandigarhIndia
| | - Manoj Kumar
- Bioinformatics CentreInstitute of Microbial TechnologyCouncil of Scientific and Industrial ResearchChandigarhIndia
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11
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Komatsu TE, Pikis A, Naeger LK, Harrington PR. Resistance of human cytomegalovirus to ganciclovir/valganciclovir: A comprehensive review of putative resistance pathways. Antiviral Res 2014; 101:12-25. [DOI: 10.1016/j.antiviral.2013.10.011] [Citation(s) in RCA: 59] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2013] [Revised: 10/20/2013] [Accepted: 10/21/2013] [Indexed: 11/26/2022]
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12
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Dai JP, Wu LQ, Li R, Zhao XF, Wan QY, Chen XX, Li WZ, Wang GF, Li KS. Identification of 23-(s)-2-amino-3-phenylpropanoyl-silybin as an antiviral agent for influenza A virus infection in vitro and in vivo. Antimicrob Agents Chemother 2013; 57:4433-43. [PMID: 23836164 PMCID: PMC3754338 DOI: 10.1128/aac.00759-13] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2013] [Accepted: 06/26/2013] [Indexed: 02/05/2023] Open
Abstract
It has been reported that autophagy is involved in the replication of many viruses. In this study, we screened 89 medicinal plants, using an assay based on the inhibition of the formation of the Atg12-Atg5/Atg16 heterotrimer, an important regulator of autophagy, and selected Silybum marianum L. for further study. An antiviral assay indicated that silybin (S0), the major active compound of S. marianum L., can inhibit influenza A virus (IAV) infection. We later synthesized 5 silybin derivatives (S1 through S5) and found that 23-(S)-2-amino-3-phenylpropanoyl-silybin (S3) had the best activity. When we compared the polarities of the substituent groups, we found that the hydrophobicity of the substituent groups was positively correlated with their activities. We further studied the mechanisms of action of these compounds and determined that S0 and S3 also inhibited both the formation of the Atg12-Atg5/Atg16 heterotrimer and the elevated autophagy induced by IAV infection. In addition, we found that S0 and S3 could inhibit several components induced by IAV infection, including oxidative stress, the activation of extracellular signal-regulated kinase (ERK)/p38 mitogen-activated protein kinase (MAPK) and IκB kinase (IKK) pathways, and the expression of autophagic genes, especially Atg7 and Atg3. All of these components have been reported to be related to the formation of the Atg12-Atg5/Atg16 heterotrimer, which might validate our screening strategy. Finally, we demonstrated that S3 can significantly reduce influenza virus replication and the associated mortality in infected mice. In conclusion, we identified 23-(S)-2-amino-3-phenylpropanoyl-silybin as a promising inhibitor of IAV infection.
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Affiliation(s)
- Jian-Ping Dai
- Department of Microbiology and Immunology, Shantou University Medical College, Shantou, Guangdong, People's Republic of China
| | - Li-Qi Wu
- Department of Microbiology and Immunology, Shantou University Medical College, Shantou, Guangdong, People's Republic of China
| | - Rui Li
- Department of Microbiology and Immunology, Shantou University Medical College, Shantou, Guangdong, People's Republic of China
| | - Xiang-Feng Zhao
- Department of Microbiology and Immunology, Shantou University Medical College, Shantou, Guangdong, People's Republic of China
| | - Qian-Ying Wan
- Department of Microbiology and Immunology, Shantou University Medical College, Shantou, Guangdong, People's Republic of China
| | - Xiao-Xuan Chen
- Department of Microbiology and Immunology, Shantou University Medical College, Shantou, Guangdong, People's Republic of China
| | - Wei-Zhong Li
- Department of Veterinary Medicine, University of Maryland, College Park, Maryland, USA
| | - Ge-Fei Wang
- Department of Microbiology and Immunology, Shantou University Medical College, Shantou, Guangdong, People's Republic of China
| | - Kang-Sheng Li
- Department of Microbiology and Immunology, Shantou University Medical College, Shantou, Guangdong, People's Republic of China
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Dual myxovirus screen identifies a small-molecule agonist of the host antiviral response. J Virol 2013; 87:11076-87. [PMID: 23926334 DOI: 10.1128/jvi.01425-13] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
As we are confronted with an increasing number of emerging and reemerging viral pathogens, the identification of novel pathogen-specific and broad-spectrum antivirals has become a major developmental objective. Targeting of host factors required for virus replication presents a tangible approach toward obtaining novel hits with a broadened indication range. However, the identification of developable host-directed antiviral candidates remains challenging. We describe a novel screening protocol that interrogates the myxovirus host-pathogen interactome for broad-spectrum drug candidates and simultaneously probes for conventional, pathogen-directed hits. With resource efficiency and pan-myxovirus activity as the central developmental parameters, we explored coscreening against two distinct, independently traceable myxoviruses in a single-well setting. Having identified a pair of unrelated pathogenic myxoviruses (influenza A virus and measles virus) with comparable replication kinetics, we observed unimpaired coreplication of both viruses, generated suitable firefly and Renilla luciferase reporter constructs, respectively, and validated the protocol for up to a 384-well plate format. Combined with an independent counterscreen using a recombinant respiratory syncytial virus luciferase reporter, implementation of the protocol identified candidates with a broadened antimyxovirus profile, in addition to pathogen-specific hits. Mechanistic characterization revealed a newly discovered broad-spectrum lead that does not block viral entry but stimulates effector pathways of the innate cellular antiviral response. In summary, we provide proof of concept for the efficient discovery of broad-spectrum myxovirus inhibitors in parallel to para- and orthomyxovirus-specific hit candidates in a single screening campaign. The newly identified compound provides a basis for the development of a novel broad-spectrum small-molecule antiviral class.
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Dai JP, Zhao XF, Zeng J, Wan QY, Yang JC, Li WZ, Chen XX, Wang GF, Li KS. Drug screening for autophagy inhibitors based on the dissociation of Beclin1-Bcl2 complex using BiFC technique and mechanism of eugenol on anti-influenza A virus activity. PLoS One 2013; 8:e61026. [PMID: 23613775 PMCID: PMC3628889 DOI: 10.1371/journal.pone.0061026] [Citation(s) in RCA: 74] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2012] [Accepted: 03/05/2013] [Indexed: 02/05/2023] Open
Abstract
Autophagy is involved in many human diseases, such as cancer, cardiovascular disease and virus infection, including human immunodeficiency virus (HIV), hepatitis C virus (HCV), influenza A virus (IAV) and coxsackievirus B3/B4 (CVB3/B4), so a drug screening model targeting autophagy may be very useful for the therapy of these diseases. In our study, we established a drug screening model based on the inhibition of the dissociation of Beclin1-Bcl2 heterodimer, an important negative regulator of autophagy, using bimolecular fluorescence complementation (BiFC) technique for developing novel autophagy inhibitors and anti-IAV agents. From 86 examples of traditional Chinese medicines, we found Syzygium aromaticum L. had the best activity. We then determined the anti-autophagy and anti-IAV activity of eugenol, the major active compound of Syzygium aromaticum L., and explored its mechanism of action. Eugenol could inhibit autophagy and IAV replication, inhibited the activation of ERK, p38MAPK and IKK/NF-κB signal pathways and antagonized the effects of the activators of these pathways. Eugenol also ameliorated the oxidative stress and inhibited the expressions of autophagic genes. We speculated that the mechanism underlying might be that eugenol inhibited the oxidative stress and the activation of ERK1/2, p38MAPK and IKK/NF-κB pathways, subsequently inhibited the dissociation of Beclin1-Bcl2 heterodimer and autophagy, and finally impaired IAV replication. These results might conversely display the reasonableness of the design of our screening model. In conclusion, we have established a drug screening model for developing novel autophagy inhibitor, and find eugenol as a promising inhibitor for autophagy and IAV infection.
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Affiliation(s)
- Jian-Ping Dai
- Department of Microbiology and Immunology, Shantou University Medical College, Shantou, Guangdong, People’s Republic of China
| | - Xiang-Feng Zhao
- Department of Microbiology and Immunology, Shantou University Medical College, Shantou, Guangdong, People’s Republic of China
| | - Jun Zeng
- Department of Microbiology and Immunology, Shantou University Medical College, Shantou, Guangdong, People’s Republic of China
| | - Qian-Ying Wan
- Department of Microbiology and Immunology, Shantou University Medical College, Shantou, Guangdong, People’s Republic of China
| | - Jia-Cai Yang
- Department of Microbiology and Immunology, Shantou University Medical College, Shantou, Guangdong, People’s Republic of China
| | - Wei-Zhong Li
- Department of Veterinary Medicine, University of Maryland, College Park, Maryland, United States of America
| | - Xiao-Xuan Chen
- Department of Microbiology and Immunology, Shantou University Medical College, Shantou, Guangdong, People’s Republic of China
| | - Ge-Fei Wang
- Department of Microbiology and Immunology, Shantou University Medical College, Shantou, Guangdong, People’s Republic of China
- * E-mail: (G-FW); (K-SL)
| | - Kang-Sheng Li
- Department of Microbiology and Immunology, Shantou University Medical College, Shantou, Guangdong, People’s Republic of China
- * E-mail: (G-FW); (K-SL)
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Dai JP, Li WZ, Zhao XF, Wang GF, Yang JC, Zhang L, Chen XX, Xu YX, Li KS. A drug screening method based on the autophagy pathway and studies of the mechanism of evodiamine against influenza A virus. PLoS One 2012; 7:e42706. [PMID: 22900043 PMCID: PMC3416798 DOI: 10.1371/journal.pone.0042706] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/29/2012] [Accepted: 07/10/2012] [Indexed: 02/05/2023] Open
Abstract
In this research, we have established a drug screening method based on the autophagy signal pathway using the bimolecular fluorescence complementation-fluorescence resonance energy transfer (BiFC-FRET) technique to develop novel anti-influenza A virus (IAV) drugs. We selected Evodia rutaecarpa Benth out of 83 examples of traditional Chinese medicine and explored the mechanisms of evodiamine, the major active component of Evodia rutaecarpa Benth, on anti-IAV activity. Our results showed that evodiamine could significantly inhibit IAV replication, as determined by a plaque inhibition assay, an IAV vRNA promoter luciferase reporter assay and the Sulforhodamine B method using cytopathic effect (CPE) reduction. Additionally, evodiamine could significantly inhibit the accumulation of LC3-II and p62, and the dot-like aggregation of EGFP-LC3. This compound also inhibited the formation of the Atg5-Atg12/Atg16 heterotrimer, the expressions of Atg5, Atg7 and Atg12, and the cytokine release of TNF-α, IL-1β, IL-6 and IL-8 after IAV infection. Evodiamine inhibited IAV-induced autophagy was also dependent on its action on the AMPK/TSC2/mTOR signal pathway. In conclusion, we have established a new drug screening method, and selected evodiamine as a promising anti-IAV compound.
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Affiliation(s)
- Jian-Ping Dai
- Department of Microbiology and Immunology, Shantou University Medical College, Shantou, Guangdong, China
| | - Wei-Zhong Li
- Department of Veterinary Medicine, University of Maryland, College Park, Maryland, United States of America
| | - Xiang-Feng Zhao
- Department of Microbiology and Immunology, Shantou University Medical College, Shantou, Guangdong, China
| | - Ge-Fei Wang
- Department of Microbiology and Immunology, Shantou University Medical College, Shantou, Guangdong, China
| | - Jia-Cai Yang
- Department of Microbiology and Immunology, Shantou University Medical College, Shantou, Guangdong, China
| | - Lin Zhang
- Department of Microbiology and Immunology, Shantou University Medical College, Shantou, Guangdong, China
| | - Xiao-Xuan Chen
- Department of Microbiology and Immunology, Shantou University Medical College, Shantou, Guangdong, China
| | - Yan-Xuan Xu
- Department of Microbiology and Immunology, Shantou University Medical College, Shantou, Guangdong, China
| | - Kang-Sheng Li
- Department of Microbiology and Immunology, Shantou University Medical College, Shantou, Guangdong, China
- * E-mail:
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Thibaut HJ, De Palma AM, Neyts J. Combating enterovirus replication: state-of-the-art on antiviral research. Biochem Pharmacol 2011; 83:185-92. [PMID: 21889497 DOI: 10.1016/j.bcp.2011.08.016] [Citation(s) in RCA: 118] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2011] [Revised: 08/17/2011] [Accepted: 08/17/2011] [Indexed: 10/17/2022]
Abstract
Enteroviruses form an important genus within the large family of Picornaviridae. They are small, non-enveloped (+)RNA viruses, many of which are important pathogens in human and veterinary science. Despite their huge medical and socio-economical impact, there is still no approved antiviral therapy at hand for the treatment of these infections. Three capsid-targeting molecules (pleconaril, BTA-798 and V-073) are in clinical development. Pleconaril and BTA-798 are in phase II clinical trials for the treatment of enterovirus-induced sepsis syndrome and rhinovirus-induced aggravation of pre-existing asthma or COPD respectively. V-073 is in preclinical development for the treatment of poliovirus infections in the context of the worldwide polio eradication program. The capsid binding molecules have shown good in vitro potency against a number of enterovirus species, but lack activity against others. Another potential drawback of capsid inhibitors in the clinical setting could be the rapid emergence of drug resistance. It will therefore be important to develop inhibitors that affect other stages in the viral replication cycle. Several viral proteins, such as the viral 3C protease, the putative 2C helicase and the 3D RNA-dependent RNA polymerase may be/are excellent targets for inhibition of viral replication. Also host cell factors that are crucial in viral replication may be considered as potential targets for an antiviral approach. Unraveling these complex virus-host interactions will also provide better insights into the replication of enteroviruses. This review aims to summarize and discuss known inhibitors and potential viral and cellular targets for antiviral therapy against enteroviruses.
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Affiliation(s)
- Hendrik Jan Thibaut
- Rega Institute for Medical Research, KU Leuven, Minderbroedersstraat 10, B-3000 Leuven, Belgium
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Arhel N, Kirchhoff F. Host proteins involved in HIV infection: New therapeutic targets. Biochim Biophys Acta Mol Basis Dis 2010; 1802:313-21. [PMID: 20018238 DOI: 10.1016/j.bbadis.2009.12.003] [Citation(s) in RCA: 68] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2009] [Revised: 12/08/2009] [Accepted: 12/08/2009] [Indexed: 12/18/2022]
Affiliation(s)
- Nathalie Arhel
- Institute of Molecular Virology, Universitätsklinikum Ulm, Albert-Einstein-Allee 11, 81089 Ulm, Germany.
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Chevillotte M, von Einem J, Meier BM, Lin FM, Kestler HA, Mertens T. A new tool linking human cytomegalovirus drug resistance mutations to resistance phenotypes. Antiviral Res 2010; 85:318-27. [DOI: 10.1016/j.antiviral.2009.10.004] [Citation(s) in RCA: 62] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2009] [Revised: 10/02/2009] [Accepted: 10/10/2009] [Indexed: 11/25/2022]
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